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PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:

1. Upper management is looking to roll out a new product and wants to see if there are any patterns and insights that can be discovered from customer data. Your team has been tasked to discover these potential patterns and structures within this data.
Which type of machine learning approach would be most appropriate to pick for this problem?

A) Supervised Learning
B) Unsupervised Learning
C) Reinforcement Learning
D) All would work equally well

2. Senior management has tasked your group to analyze a data set to uncover insights into the dat

A) Data Integration
B) Data Mining or Data Analytics
C) What is the best approach to use to do this?
D) Data Governance
E) Data preparation

3. As the project manager, you are leading a brainstorming session with key stakeholders around a new Hyperpersonalization project. What's a key feature for this project that should happen to ensure success?

A) Develop a unique profile of each type of individual, and have that profile stay the same over the lifetime of that user
B) Develop a unique profile of each individual, and manually update that profile over time for a wide variety of purposes
C) Develop a unique profile of each individual, and have that profile learn and adapt over time for a wide variety of purposes
D) Develop a unique profile of each individual, and having that profile both learn and adapt over time as well as be programmed for a wide variety of purposes

4. You're in charge of marketing at your organization and you've been tasked with using AI to help create marketing images. What's a good solution for this need?

A) Autonomous patterns and process automation
B) Decision tree and Random Forest approaches
C) Generative AI solutions for content generation
D) Image and object detection and recognition systems

5. Your team was given a large dataset and has been tasked with organizing the data by type to make better insights from the results. You are facing problems with the approach that the previous project lead used which was a regression algorithm.
What type of algorithm is the best approach for this project?

A) Clustering
B) Multiclass Classification
C) Binary (or Binomial) Classification
D) Regression

Solutions: